Basic Statistics

Raw Counts

Name Value
Rows 500,142
Columns 38
Discrete columns 5
Continuous columns 33
All missing columns 0
Missing observations 823,664
Complete Rows 465,299
Total observations 19,005,396
Memory allocation 135.5 Mb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (with frequency)

QQ Plot

## Warning: Removed 350 rows containing non-finite values (`stat_qq()`).
## Warning: Removed 350 rows containing non-finite values (`stat_qq_line()`).

## Warning: Removed 449 rows containing non-finite values (`stat_qq()`).
## Warning: Removed 449 rows containing non-finite values (`stat_qq_line()`).

## Warning: Removed 468 rows containing non-finite values (`stat_qq()`).
## Warning: Removed 468 rows containing non-finite values (`stat_qq_line()`).

## Warning: Removed 360 rows containing non-finite values (`stat_qq()`).
## Warning: Removed 360 rows containing non-finite values (`stat_qq_line()`).

Correlation Analysis

## 1 features with more than 20 categories ignored!
## Ethnicity.0.0: 22 categories

Principal Component Analysis